// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "RefDepthwiseConvolution2dWorkload.hpp" #include "ConvImpl.hpp" #include "RefWorkloadUtils.hpp" #include "Decoders.hpp" #include "Encoders.hpp" #include "Profiling.hpp" #include namespace armnn { RefDepthwiseConvolution2dWorkload::RefDepthwiseConvolution2dWorkload( const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) : BaseWorkload(descriptor, info) { m_Weight = std::make_unique(*(descriptor.m_Weight)); const TensorInfo& rFilterInfo = m_Weight->GetTensorInfo(); m_FilterShape = rFilterInfo.GetShape(); m_FilterDecoder = MakeDecoder(rFilterInfo, m_Weight->Map(true)); if (descriptor.m_Parameters.m_BiasEnabled) { m_Bias = std::make_unique(*(descriptor.m_Bias)); const TensorInfo& biasInfo = m_Bias->GetTensorInfo(); m_BiasDecoder = MakeDecoder(biasInfo, m_Bias->Map(true)); } } void RefDepthwiseConvolution2dWorkload::PostAllocationConfigure() { const TensorInfo& inputInfo = GetTensorInfo(m_Data.m_Inputs[0]); m_InputShape = inputInfo.GetShape(); m_InputDecoder = MakeDecoder(inputInfo); const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]); m_OutputShape = outputInfo.GetShape(); m_OutputEncoder = MakeEncoder(outputInfo); } void RefDepthwiseConvolution2dWorkload::Execute() const { ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefDepthwiseConvolution2dWorkload_Execute"); std::unique_ptr> pBiasDecoder{}; m_InputDecoder->Reset(m_Data.m_Inputs[0]->Map()); m_OutputEncoder->Reset(m_Data.m_Outputs[0]->Map()); Convolve(m_InputShape, *m_InputDecoder, m_OutputShape, *m_OutputEncoder, m_FilterShape, *m_FilterDecoder, m_Data.m_Parameters.m_BiasEnabled, m_BiasDecoder.get(), m_Data.m_Parameters.m_DataLayout, m_Data.m_Parameters.m_PadTop, m_Data.m_Parameters.m_PadLeft, m_Data.m_Parameters.m_StrideX, m_Data.m_Parameters.m_StrideY, m_Data.m_Parameters.m_DilationX, m_Data.m_Parameters.m_DilationY, true); } } //namespace armnn